Triple
T12905888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Storm Front |
E308727
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Shameless
Shameless is a fantasy novel by Jim Butcher set in the Dresden Files universe, continuing the adventures of wizard-detective Harry Dresden.
|
E1008899
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Shameless | Statement: [Storm Front, hasPart, Shameless]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shameless Context triple: [Storm Front, hasPart, Shameless]
-
A.
Shameless
Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
-
B.
Shameless
Shameless is a dark comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family as they navigate poverty, addiction, and relationships with irreverent humor.
-
C.
Shameless
"Shameless" is a 2019 pop song by Cuban-American singer Camila Cabello, released as one of the lead singles from her second studio album "Romance."
-
D.
Shameless
"Shameless" is a 1990 pop song by the British band Go West, released as the B-side to one of their singles.
-
E.
Lifestyles of the Rich & Shameless
Lifestyles of the Rich & Shameless is a song by the hip-hop group Lost Boyz, known for its gritty storytelling about urban life and material excess.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shameless Triple: [Storm Front, hasPart, Shameless]
Generated description
Shameless is a fantasy novel by Jim Butcher set in the Dresden Files universe, continuing the adventures of wizard-detective Harry Dresden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shameless Target entity description: Shameless is a fantasy novel by Jim Butcher set in the Dresden Files universe, continuing the adventures of wizard-detective Harry Dresden.
-
A.
Shameless
Shameless is a dark comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family as they navigate poverty, addiction, and relationships with irreverent humor.
-
B.
Shameless
Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
-
C.
Shameless
"Shameless" is a 2019 pop song by Cuban-American singer Camila Cabello, released as one of the lead singles from her second studio album "Romance."
-
D.
Shameless
"Shameless" is a 1990 pop song by the British band Go West, released as the B-side to one of their singles.
-
E.
Lifestyles of the Rich & Shameless
Lifestyles of the Rich & Shameless is a song by the hip-hop group Lost Boyz, known for its gritty storytelling about urban life and material excess.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971831bd48190b0ecd13e7181bbc6 |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a565ce508190a73f33708e61dc7d |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a6c63eac81908c025af76b2ea656 |
completed | May 3, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a77ba20081908f72f46f64382fca |
completed | May 3, 2026, 1:40 a.m. |
Created at: April 9, 2026, 5:41 p.m.